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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Ring of Protection | 10 | 50.00% | 100.0 | 40.00% | +40.00% | +26.67% | +10.00% | -0.81% | 20:14 | -01:28 | 10:34 | 10:53 | 31:04 | 38:10 | 20:30 | 15:11 |
 | Soul Ring | 4 | 20.00% | 97.3 | 50.00% | +37.50% | -50.00% | -50.00% | 0.00% | 11:04 | 10:13 | 10:13 | 11:08 | 11:20 | 11:34 | 01:07 | 00:49 |
 | Blink Dagger | 16 | 80.00% | 94.6 | 25.00% | +25.00% | +25.00% | 0.00% | -7.89% | 20:43 | 14:51 | 18:49 | 19:21 | 21:59 | 29:29 | 03:10 | 02:20 |
 | Crystalys | 1 | 5.00% | 91.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.00% | 89.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.00% | 86.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:37 | 19:37 | 19:37 | 19:37 | 19:37 | 19:37 | 00:00 | 00:00 |
 | Helm of Iron Will | 19 | 95.00% | 83.8 | 21.05% | +21.05% | -21.05% | -1.05% | 9.09% | 05:44 | 02:44 | 03:39 | 04:10 | 05:51 | 11:56 | 02:12 | 01:37 |
 | Armlet of Mordiggian | 19 | 95.00% | 81.1 | 21.05% | +21.05% | -21.05% | -21.05% | 0.00% | 09:34 | 07:24 | 08:03 | 09:20 | 10:46 | 13:59 | 02:43 | 02:00 |
 | Quelling Blade | 20 | 100.00% | 78.4 | 20.00% | +20.00% | -20.00% | 0.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 20 | 100.00% | 75.7 | 20.00% | +20.00% | 0.00% | +20.00% | 3.70% | 06:59 | 03:12 | 03:49 | 07:56 | 09:13 | 11:16 | 05:24 | 04:00 |
 | Black King Bar | 12 | 60.00% | 73.0 | 25.00% | +12.50% | +8.33% | +8.33% | 0.00% | 26:27 | 22:55 | 24:41 | 25:38 | 28:01 | 31:00 | 03:20 | 02:28 |
 | Assault Cuirass | 6 | 30.00% | 70.3 | 33.33% | +19.04% | +16.67% | -33.33% | -8.26% | 33:49 | 27:55 | 29:53 | 31:24 | 35:56 | 42:04 | 06:03 | 04:28 |
 | Blight Stone | 16 | 80.00% | 67.6 | 18.75% | -6.25% | -18.75% | +6.25% | 9.04% | 13:59 | 10:51 | 12:13 | 13:57 | 14:59 | 20:29 | 02:46 | 02:02 |
 | Desolator | 16 | 80.00% | 64.9 | 18.75% | -6.25% | -18.75% | +31.25% | 15.71% | 18:13 | 16:03 | 16:38 | 17:00 | 19:49 | 22:28 | 03:11 | 02:21 |
 | Magic Stick | 17 | 85.00% | 62.2 | 17.65% | -15.68% | -17.65% | +32.35% | 50.00% | 00:57 | -01:30 | -01:29 | -01:29 | -01:25 | 19:25 | 00:04 | 00:02 |
 | Buckler | 7 | 35.00% | 59.5 | 28.57% | +13.19% | -28.57% | +21.43% | 10.99% | 31:35 | 25:38 | 26:31 | 30:43 | 31:04 | 42:04 | 04:33 | 03:22 |
 | Phase Boots | 18 | 90.00% | 56.8 | 16.67% | -33.33% | -16.67% | +33.33% | 12.66% | 10:55 | 04:28 | 08:21 | 10:53 | 12:18 | 18:31 | 03:57 | 02:55 |
 | Chainmail | 18 | 90.00% | 54.1 | 16.67% | -33.33% | -16.67% | +8.33% | 6.52% | 09:54 | 03:51 | 07:29 | 10:13 | 11:19 | 17:56 | 03:50 | 02:50 |
 | Ring of Health | 2 | 10.00% | 51.4 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 38:53 | 33:57 | 33:57 | 43:49 | 43:49 | 43:49 | 09:52 | 07:18 |
 | Swift Blink | 2 | 10.00% | 48.6 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 40:18 | 34:57 | 34:57 | 45:39 | 45:39 | 45:39 | 10:42 | 07:55 |
 | Abyssal Blade | 2 | 10.00% | 45.9 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 39:00 | 34:00 | 34:00 | 43:59 | 43:59 | 43:59 | 09:59 | 07:23 |
 | Power Treads | 2 | 10.00% | 43.2 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 05:04 | 04:32 | 04:32 | 05:35 | 05:35 | 05:35 | 01:03 | 00:46 |
 | Vanguard | 2 | 10.00% | 40.5 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 38:54 | 33:58 | 33:58 | 43:49 | 43:49 | 43:49 | 09:51 | 07:17 |
 | Skull Basher | 2 | 10.00% | 37.8 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 34:42 | 29:17 | 29:17 | 40:07 | 40:07 | 40:07 | 10:50 | 08:01 |
 | Bracer | 3 | 15.00% | 35.1 | 33.33% | +15.68% | +66.67% | 0.00% | -66.67% | 02:18 | 02:01 | 02:01 | 02:14 | 02:40 | 02:40 | 00:39 | 00:28 |
 | Magic Wand | 13 | 65.00% | 32.4 | 7.69% | -35.17% | -7.69% | +25.64% | 4.28% | 11:00 | 01:54 | 05:55 | 12:16 | 13:42 | 19:35 | 07:47 | 05:45 |
 | Void Stone | 1 | 5.00% | 29.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 54:33 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 5.00% | 27.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 09:47 | 00:00 | 00:00 |
 | Sange | 1 | 5.00% | 24.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 00:00 | 00:00 |
 | Radiance | 2 | 10.00% | 21.6 | 0.00% | -22.22% | 0.00% | 0.00% | 0.00% | 18:21 | 18:12 | 18:12 | 18:29 | 18:29 | 18:29 | 00:17 | 00:12 |
 | Aghanim's Scepter | 1 | 5.00% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.00% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 5.00% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 5.00% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 54:50 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.00% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 5.00% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.00% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 00:00 | 00:00 |